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Get Started Free →Generate optimized prime sieves and factorization routines
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -41% | 0% |
| case-14 | ✓→✗ | ▼ Worse | 8% | 0% |
| case-04 | ✓→✓ | = Same ✓ | -28% | 0% |
| case-05 | ✓→✓ | = Same ✓ | 52% | 0% |
| case-06 | ✓→✓ | = Same ✓ | -6% | 0% |
Generate optimized prime sieves and factorization routines for various competitive programming scenarios.
json{ "type": "object", "properties": { "type": { "type": "string", "enum": ["sieve", "primalityTest", "factorization", "spfSieve"] }, "limit": { "type": "integer" }, "optimizations": { "type": "array" }, "language": { "type": "string", "enum": ["cpp", "python", "java"] } }, "required": ["type"] }
json{ "type": "object", "properties": { "success": { "type": "boolean" }, "code": { "type": "string" }, "complexity": { "type": "object" }, "memoryUsage": { "type": "string" } }, "required": ["success", "code"] }
Other measured skills in the registry, with their headline benchmark lift.